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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

132 listings found

2004 Toyota RAV4 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Toyota RAV4 Base

Kissimmee, FL

UnscoredInsufficient · 3
$3,200226,815 mi

Comparison: 3 similar vehicles

Kissimmee, FL

2008 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota Camry SE

Kissimmee, FL

UnscoredInsufficient · 0
$4,500240,247 mi

Kissimmee, FL

2018 Toyota Yaris iA Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Toyota Yaris iA Base

Kissimmee, FL

UnscoredInsufficient · 3
$5,490135,895 mi

Comparison: 3 similar vehicles

Kissimmee, FL

No Photo

2014 Toyota Prius Plug-In Base

Kissimmee, FL

UnscoredInsufficient · 0
$5,490215,636 mi

Kissimmee, FL

2008 Toyota Avalon Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota Avalon Limited

Kissimmee, FL

UnscoredInsufficient · 0
$5,499164,169 mi

Kissimmee, FL

2010 Toyota Highlander Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Toyota Highlander Base

Kissimmee, FL

UnscoredInsufficient · 3
$5,500251,507 mi

Comparison: 3 similar vehicles

Kissimmee, FL

2015 Toyota Corolla S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla S

Kissimmee, FL

UnscoredLimited · 12
$6,992200,063 mi

Comparison: 12 similar vehicles

Kissimmee, FL

2010 Toyota Corolla

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Toyota Corolla

Kissimmee, FL

UnscoredInsufficient · 0
$7,50089,333 mi

Kissimmee, FL

2004 Toyota 4Runner SR5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Toyota 4Runner SR5

Kissimmee, FL

UnscoredLimited · 6
$7,500269,890 mi

Comparison: 6 similar vehicles

Kissimmee, FL

2011 Toyota Corolla

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Toyota Corolla

Kissimmee, FL

UnscoredInsufficient · 0
$7,900106,035 mi

Kissimmee, FL

2013 Toyota Corolla L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Corolla L

Kissimmee, FL

UnscoredInsufficient · 4
$7,995169,589 mi

Comparison: 4 similar vehicles

Kissimmee, FL

2013 Toyota Corolla L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Corolla L

Kissimmee, FL

Salvage title
$8,89078,160 mi

Kissimmee, FL

2013 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Corolla LE

Kissimmee, FL

Fair PriceLimited · 10
$8,900115,719 mi

Market: $4,690 – $10,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Kissimmee, FL

2015 Toyota Corolla S Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla S Premium

Kissimmee, FL

Salvage title
$8,990111,928 mi

Kissimmee, FL

2015 Toyota RAV4 XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota RAV4 XLE

Kissimmee, FL

UnscoredLimited · 13
$8,990192,167 mi

Comparison: 13 similar vehicles

Kissimmee, FL

2014 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Camry LE

Kissimmee, FL

UnscoredLimited · 19
$8,990126,010 mi

Comparison: 19 similar vehicles

Kissimmee, FL

2018 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Toyota Corolla LE

Kissimmee, FL

UnscoredLimited · 17
$9,600151,490 mi

Comparison: 17 similar vehicles

Kissimmee, FL

2015 Toyota Corolla L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla L

Kissimmee, FL

Salvage title
$9,70080,720 mi

Kissimmee, FL

2005 Toyota Tacoma PreRunner

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Toyota Tacoma PreRunner

Kissimmee, FL

UnscoredInsufficient · 4
$9,990231,754 mi

Comparison: 4 similar vehicles

Kissimmee, FL

2017 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota Camry SE

Kissimmee, FL

UnscoredLimited · 15
$10,500148,620 mi

Comparison: 15 similar vehicles

Kissimmee, FL

2015 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla LE

Kissimmee, FL

UnscoredInsufficient · 0
$10,50048,329 mi

Kissimmee, FL

2015 Toyota Sienna XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Sienna XLE

Kissimmee, FL

UnscoredLimited · 16
$10,500143,101 mi

Comparison: 16 similar vehicles

Kissimmee, FL

2013 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Corolla LE

Kissimmee, FL

Fair PriceLimited · 14
$10,50091,372 mi

Market: $4,690 – $12,895

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Kissimmee, FL

2019 Toyota Corolla SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota Corolla SE

Kissimmee, FL

Fair PriceLimited · 10
$10,90078,225 mi

Market: $5,805 – $19,790

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Kissimmee, FL

2015 Toyota Corolla S Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla S Plus

Kissimmee, FL

UnscoredInsufficient · 4
$10,90095,427 mi

Comparison: 4 similar vehicles

Kissimmee, FL

2016 Toyota Corolla S Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Corolla S Plus

Kissimmee, FL

UnscoredLimited · 9
$10,995119,998 mi

Comparison: 9 similar vehicles

Kissimmee, FL

2016 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Corolla LE

Kissimmee, FL

UnscoredLimited · 10
$10,995158,012 mi

Comparison: 10 similar vehicles

Kissimmee, FL

2008 Toyota 4Runner Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota 4Runner Sport

Kissimmee, FL

UnscoredInsufficient · 0
$10,995142,207 mi

Kissimmee, FL

2020 Toyota Yaris LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Yaris LE

Kissimmee, FL

UnscoredInsufficient · 0
$10,99986,090 mi

Kissimmee, FL

2020 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Camry SE

Kissimmee, FL

UnscoredModerate · 20
$11,500128,559 mi

Comparison: 20 similar vehicles

Kissimmee, FL

2015 Toyota Sienna SE Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Sienna SE Premium

Kissimmee, FL

UnscoredInsufficient · 0
$11,890175,832 mi

Kissimmee, FL

2015 Toyota Corolla L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla L

Kissimmee, FL

UnscoredInsufficient · 0
$11,89936,286 mi

Kissimmee, FL

2014 Toyota Corolla L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Corolla L

Kissimmee, FL

UnscoredLimited · 13
$11,900170,879 mi

Comparison: 13 similar vehicles

Kissimmee, FL

2020 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Corolla LE

Kissimmee, FL

Fair PriceRobust · 76
$11,99070,354 mi

Market: $5,999 – $19,290

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Kissimmee, FL

2010 Toyota Tacoma Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Toyota Tacoma Base

Kissimmee, FL

UnscoredInsufficient · 3
$11,990281,388 mi

Comparison: 3 similar vehicles

Kissimmee, FL

2016 Toyota RAV4 XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota RAV4 XLE

Kissimmee, FL

UnscoredInsufficient · 4
$11,995152,035 mi

Comparison: 4 similar vehicles

Kissimmee, FL

2013 Toyota Highlander Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Highlander Plus

Kissimmee, FL

UnscoredInsufficient · 3
$12,495136,390 mi

Comparison: 3 similar vehicles

Kissimmee, FL

2024 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Toyota Corolla LE

Kissimmee, FL

UnscoredRobust · 51
$12,500136,787 mi

Comparison: 51 similar vehicles

Kissimmee, FL

2020 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Corolla LE

Kissimmee, FL

UnscoredRobust · 76
$12,500121,005 mi

Comparison: 76 similar vehicles

Kissimmee, FL

2019 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota Corolla LE

Kissimmee, FL

Fair PriceModerate · 27
$12,500108,038 mi

Market: $8,990 – $18,290

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Kissimmee, FL

2015 Toyota RAV4 LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota RAV4 LE

Kissimmee, FL

UnscoredLimited · 6
$12,900117,000 mi

Comparison: 6 similar vehicles

Kissimmee, FL

2015 Toyota Tacoma PreRunner

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Tacoma PreRunner

Kissimmee, FL

UnscoredLimited · 10
$12,990226,756 mi

Comparison: 10 similar vehicles

Kissimmee, FL

2016 Toyota Corolla S Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Corolla S Plus

Kissimmee, FL

UnscoredLimited · 8
$12,995101,187 mi

Comparison: 8 similar vehicles

Kissimmee, FL

2016 Toyota Highlander LE Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Highlander LE Plus

Kissimmee, FL

UnscoredLimited · 6
$12,995192,650 mi

Comparison: 6 similar vehicles

Kissimmee, FL

2017 Toyota Corolla iM Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota Corolla iM Base

Kissimmee, FL

UnscoredInsufficient · 0
$13,50031,501 mi

Kissimmee, FL

2017 Toyota Corolla iM Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota Corolla iM Base

Kissimmee, FL

UnscoredInsufficient · 0
$13,50044,478 mi

Kissimmee, FL

2022 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Toyota Corolla LE

Kissimmee, FL

Fair PriceRobust · 84
$13,800104,511 mi

Market: $10,400 – $22,402

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Kissimmee, FL

2021 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota Corolla LE

Kissimmee, FL

Fair PriceRobust · 71
$13,900101,472 mi

Market: $2,500 – $18,998

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Kissimmee, FL

2020 Toyota Corolla SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Corolla SE

Kissimmee, FL

Fair PriceModerate · 38
$13,99597,221 mi

Market: $12,490 – $24,919

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Kissimmee, FL

2019 Toyota C-HR XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota C-HR XLE

Kissimmee, FL

UnscoredInsufficient · 4
$14,50042,790 mi

Comparison: 4 similar vehicles

Kissimmee, FL

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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